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Muse Spark 1.2 vs GLM 5.3 Flash

At a glance

Meta's multimodal reasoning model for complex agentic tasks.

1.0M ctx$1.25/$4.25 per M

Z.ai's efficient multimodal model for fast coding and long-horizon agent tasks.

1.0M ctx$0.07/$0.25 per M
Demos
All demos

No shared demos for these models yet.

AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
Reasoning
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Reasoning
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Cheaper94%
Specs
1.0M
Context
256K
Max output
Aug 2026
Released
1.0M
Context
131K
Max output
Aug 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input$1.25/M tokens
Output$4.25/M tokens
Cache read$0.15/M tokens
Web search$0.003/search
Live pricing, shown before you run
Input94%$0.07/M tokens
Output94%$0.25/M tokens
Cache read90%$0.01/M tokens
Chat with Muse Spark 1.2Go to model
Chat with GLM 5.3 FlashGo to model
Frequently Asked Questions: Muse Spark 1.2 vs GLM 5.3 Flash▼

Which is better, Muse Spark 1.2 or GLM 5.3 Flash?

▼

Both Muse Spark 1.2 and GLM 5.3 Flash are capable AI models. The best choice depends on your specific use case: consider pricing, context window, speed, and which capabilities (vision, reasoning, audio) you need.

Which is cheaper, Muse Spark 1.2 or GLM 5.3 Flash?

▼

GLM 5.3 Flash has a lower blended cost. Muse Spark 1.2: $1.25 input / $4.25 output. GLM 5.3 Flash: $0.07 input / $0.25 output.

Which has a larger context window, Muse Spark 1.2 or GLM 5.3 Flash?

▼

Muse Spark 1.2 has a larger context window: Muse Spark 1.2 supports 1M tokens vs GLM 5.3 Flash at 1M tokens.

Do both Muse Spark 1.2 and GLM 5.3 Flash support vision?

▼

Yes, both Muse Spark 1.2 and GLM 5.3 Flash support vision/image input.

What are the key differences between Muse Spark 1.2 and GLM 5.3 Flash?

▼

Key differences: GLM 5.3 Flash is significantly cheaper. Compare full specs on this page.

Which model should I choose for my use case?

▼

If cost is your priority, choose the cheaper option. If you need the highest intelligence for complex tasks, pick the higher-scoring model. For long documents or codebases, choose the larger context window. You can try both Muse Spark 1.2 and GLM 5.3 Flash for free on idapt.app to see which performs better for your specific needs.

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